tidychangepoint

tidychangepoint-package

Changepoint detection algorithms for R are widespread but have different interfaces and reporting conventions. This makes the comparative analysis of results difficult. We solve this problem by providing a tidy, unified interface for several different changepoint detection algorithms. We also provide consistent numerical and graphical reporting leveraging the 'broom' and 'ggplot2' packages.

internal

Changepoint detection algorithms for R are widespread but have
different interfaces and reporting conventions.
This makes the comparative analysis of results difficult.
We solve this problem by providing a tidy, unified interface for several
different changepoint detection algorithms.
We also provide consistent numerical and graphical reporting leveraging
the 'broom' and 'ggplot2' packages.

Ben Baumer

A Tidy Framework for Changepoint Detection Analysis

Benjamin S. Baumer

Biviana Marcela Suárez Sierra

Arrigo Coen

Carlos A. Taimal

Xueheng Shi

tidychangepoint-package function

Maintainer: Benjamin S. Baumer <a href="/link/ben.baumer%40gmail.com?package=tidychangepoint&version=1.0.0" data-mini-rdoc="tidychangepoint::ben.baumer@gmail.com">ben.baumer@gmail.com</a> (<a href="https://orcid.org/0000-0002-3279-0516">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Biviana Marcela Suárez Sierra <a href="/link/bmsuarezs%40eafit.edu.co?package=tidychangepoint&version=1.0.0" data-mini-rdoc="tidychangepoint::bmsuarezs@eafit.edu.co">bmsuarezs@eafit.edu.co</a> (<a href="https://orcid.org/0000-0003-2151-3537">ORCID</a>)</li>
<li>Arrigo Coen (<a href="https://orcid.org/0000-0001-7798-7104">ORCID</a>)</li>
<li>Carlos A. Taimal (<a href="https://orcid.org/0000-0002-8716-1282">ORCID</a>)</li>
</ul>Other contributors:<ul>
<li>Xueheng Shi [contributor]</li>
</ul>

Author

tidychangepoint: A Tidy Framework for Changepoint Detection Analysis — tidychangepoint-package

Maintainer: Benjamin S. Baumer <a href='mailto:ben.baumer@gmail.com'>ben.baumer@gmail.com</a> (<a href='https://orcid.org/0000-0002-3279-0516'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Biviana Marcela Suárez Sierra <a href='mailto:bmsuarezs@eafit.edu.co'>bmsuarezs@eafit.edu.co</a> (<a href='https://orcid.org/0000-0003-2151-3537'>ORCID</a>)</li>
<li>Arrigo Coen (<a href='https://orcid.org/0000-0001-7798-7104'>ORCID</a>)</li>
<li>Carlos A. Taimal (<a href='https://orcid.org/0000-0002-8716-1282'>ORCID</a>)</li>
</ul>

Other contributors:<ul>
<li>Xueheng Shi [contributor]</li>
</ul>

tidychangepoint-package: tidychangepoint: A Tidy Framework for Changepoint Detection Analysis

Description

Arguments

Author

See Also